News Summarization Application 📰

A Streamlit web application that fetches recent news articles based on user queries and provides AI-generated summaries using One AI's summarization capabilities. The app helps users stay informed by providing quick access to news with concise summaries.

Features ✨

• News Search: Search for news articles on any topic
• AI-Powered Summaries: Get concise summaries of articles using One AI's natural language processing
• Article Preview: View full articles with their original images
• User-Friendly Interface: Clean and intuitive design built with Streamlit
• Expandable Content: Toggle between summary and full article text

Technologies Used 🛠️

• Python 3.10+
• Streamlit: For the web interface
• NewsAPI: To fetch recent news articles
• One AI: For article summarization
• Newspaper3k: For article parsing and content extraction

Installation 💻

1. Clone the repository:

git clone https://github.com/rajeshai/news-oneai-streamlit.git
cd news-summarization-app

2. Install the required packages:

pip install -r requirements.txt

3. Set up your API keys:

   • Get a NewsAPI key from NewsAPI.org
   • Get a One AI API key from One AI

4. Create a .env file in the project root and add your API keys:

NEWS_API_KEY=your_news_api_key_here
ONE_AI_API_KEY=your_one_ai_api_key_here

Usage 🚀

1. Run the Streamlit app:

streamlit run app.py

2. Open your web browser and navigate to http://localhost:8501

3. Enter a search term in the text input field

4. Click "Submit" to fetch and summarize news articles

Requirements 📋

Create a requirements.txt file with the following dependencies:

streamlit
newsapi-python
newspaper3k
requests
python-dotenv

Project Structure 📁

news-summarization-app/
├── app.py              # Main application file
├── .env               # Environment variables (API keys)
├── requirements.txt   # Project dependencies
├── README.md         # Project documentation
└── assets/
    └── logo.jpg      # Application logo

API Documentation 📚

NewsAPI

• NewsAPI Documentation
• Used for fetching news articles
• Free tier includes:
  • 100 requests per day
  • Access to recent articles
  • Multiple news sources

One AI

• One AI Documentation
• Used for article summarization
• Features include:
  • Text Summarization
  • Sentiment Analysis
  • Named Entity Recognition
  • Topic Analysis

Contributing 🤝

1. Fork the repository
2. Create a new branch (git checkout -b feature/improvement)
3. Make your changes
4. Commit your changes (git commit -am 'Add new feature')
5. Push to the branch (git push origin feature/improvement)
6. Create a Pull Request

Acknowledgments 🙏

• NewsAPI for providing access to news articles
• One AI for their powerful text summarization API
• Streamlit for the awesome web framework

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